Dataset statistics
| Number of variables | 35 |
|---|---|
| Number of observations | 32593 |
| Missing cells | 136774 |
| Missing cells (%) | 12.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 29.1 MiB |
| Average record size in memory | 934.7 B |
Variable types
| NUM | 25 |
|---|---|
| CAT | 8 |
| BOOL | 2 |
imd_band has 1111 (3.4%) missing values | Missing |
date_unregistration has 22521 (69.1%) missing values | Missing |
avg_score has 6750 (20.7%) missing values | Missing |
first_score has 6773 (20.8%) missing values | Missing |
mean_score has 6773 (20.8%) missing values | Missing |
last_score has 6773 (20.8%) missing values | Missing |
score_std has 9292 (28.5%) missing values | Missing |
min_weight_score has 6773 (20.8%) missing values | Missing |
max_weight_score has 6773 (20.8%) missing values | Missing |
submit_day_delta has 6750 (20.7%) missing values | Missing |
submit_day_delta_std has 9270 (28.4%) missing values | Missing |
num_banked has 6750 (20.7%) missing values | Missing |
has_exam has 6750 (20.7%) missing values | Missing |
num_of_assmnt has 6750 (20.7%) missing values | Missing |
subpage_clicks has 3365 (10.3%) missing values | Missing |
forumng_clicks has 3365 (10.3%) missing values | Missing |
homepage_clicks has 3365 (10.3%) missing values | Missing |
oucontent_clicks has 3365 (10.3%) missing values | Missing |
ouwiki_clicks has 3365 (10.3%) missing values | Missing |
quiz_clicks has 3365 (10.3%) missing values | Missing |
resource_clicks has 3365 (10.3%) missing values | Missing |
url_clicks has 3365 (10.3%) missing values | Missing |
resource_clicks is highly skewed (γ1 = 34.11749712) | Skewed |
num_of_prev_attempts has 28421 (87.2%) zeros | Zeros |
date_unregistration has 419 (1.3%) zeros | Zeros |
avg_score has 2407 (7.4%) zeros | Zeros |
submit_day_delta has 1300 (4.0%) zeros | Zeros |
submit_day_delta_std has 815 (2.5%) zeros | Zeros |
num_banked has 25317 (77.7%) zeros | Zeros |
subpage_clicks has 1018 (3.1%) zeros | Zeros |
forumng_clicks has 3222 (9.9%) zeros | Zeros |
oucontent_clicks has 2306 (7.1%) zeros | Zeros |
ouwiki_clicks has 18612 (57.1%) zeros | Zeros |
quiz_clicks has 9255 (28.4%) zeros | Zeros |
resource_clicks has 1632 (5.0%) zeros | Zeros |
url_clicks has 5327 (16.3%) zeros | Zeros |
Reproduction
| Analysis started | 2020-12-10 17:54:21.642516 |
|---|---|
| Analysis finished | 2020-12-10 17:56:25.585767 |
| Duration | 2 minutes and 3.94 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
code_module
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| BBB | |
|---|---|
| FFF | |
| DDD | |
| CCC | |
| EEE | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 97779 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AAA |
|---|---|
| 2nd row | AAA |
| 3rd row | AAA |
| 4th row | AAA |
| 5th row | AAA |
| Value | Count | Frequency (%) |
| BBB | 7909 | |
| FFF | 7762 | |
| DDD | 6272 | |
| CCC | 4434 | |
| EEE | 2934 | 9.0% |
| GGG | 2534 | 7.8% |
| AAA | 748 | 2.3% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| bbb | 7909 | |
| fff | 7762 | |
| ddd | 6272 | |
| ccc | 4434 | |
| eee | 2934 | 9.0% |
| ggg | 2534 | 7.8% |
| aaa | 748 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 23727 | |
| F | 23286 | |
| D | 18816 | |
| C | 13302 | |
| E | 8802 | 9.0% |
| G | 7602 | 7.8% |
| A | 2244 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 97779 |
Most frequent character per category
| Value | Count | Frequency (%) |
| B | 23727 | |
| F | 23286 | |
| D | 18816 | |
| C | 13302 | |
| E | 8802 | 9.0% |
| G | 7602 | 7.8% |
| A | 2244 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 97779 |
Most frequent character per script
| Value | Count | Frequency (%) |
| B | 23727 | |
| F | 23286 | |
| D | 18816 | |
| C | 13302 | |
| E | 8802 | 9.0% |
| G | 7602 | 7.8% |
| A | 2244 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 97779 |
Most frequent character per block
| Value | Count | Frequency (%) |
| B | 23727 | |
| F | 23286 | |
| D | 18816 | |
| C | 13302 | |
| E | 8802 | 9.0% |
| G | 7602 | 7.8% |
| A | 2244 | 2.3% |
code_presentation
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| 2014J | |
|---|---|
| 2013J | |
| 2014B | |
| 2013B |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 162965 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2013J |
|---|---|
| 2nd row | 2013J |
| 3rd row | 2013J |
| 4th row | 2013J |
| 5th row | 2013J |
| Value | Count | Frequency (%) |
| 2014J | 11260 | |
| 2013J | 8845 | |
| 2014B | 7804 | |
| 2013B | 4684 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2014j | 11260 | |
| 2013j | 8845 | |
| 2014b | 7804 | |
| 2013b | 4684 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 32593 | |
| 0 | 32593 | |
| 1 | 32593 | |
| J | 20105 | |
| 4 | 19064 | |
| 3 | 13529 | |
| B | 12488 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 130372 | |
| Uppercase Letter | 32593 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 32593 | |
| 0 | 32593 | |
| 1 | 32593 | |
| 4 | 19064 | |
| 3 | 13529 |
| Value | Count | Frequency (%) |
| J | 20105 | |
| B | 12488 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 130372 | |
| Latin | 32593 | 20.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 32593 | |
| 0 | 32593 | |
| 1 | 32593 | |
| 4 | 19064 | |
| 3 | 13529 |
| Value | Count | Frequency (%) |
| J | 20105 | |
| B | 12488 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162965 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 32593 | |
| 0 | 32593 | |
| 1 | 32593 | |
| J | 20105 | |
| 4 | 19064 | |
| 3 | 13529 | |
| B | 12488 | 7.7% |
id_student
Real number (ℝ≥0)
| Distinct | 28785 |
|---|---|
| Distinct (%) | 88.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 706687.6691 |
|---|---|
| Minimum | 3733 |
| Maximum | 2716795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 3733 |
|---|---|
| 5-th percentile | 189815.4 |
| Q1 | 508573 |
| median | 590310 |
| Q3 | 644453 |
| 95-th percentile | 2343794.6 |
| Maximum | 2716795 |
| Range | 2713062 |
| Interquartile range (IQR) | 135880 |
Descriptive statistics
| Standard deviation | 549167.3139 |
|---|---|
| Coefficient of variation (CV) | 0.7771004616 |
| Kurtosis | 5.200364181 |
| Mean | 706687.6691 |
| Median Absolute Deviation (MAD) | 61759 |
| Skewness | 2.454250235 |
| Sum | 2.30330712 × 1010 |
| Variance | 3.015847386 × 1011 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 584077 | 5 | < 0.1% |
| 609605 | 4 | < 0.1% |
| 624126 | 4 | < 0.1% |
| 610287 | 4 | < 0.1% |
| 596620 | 4 | < 0.1% |
| 546400 | 4 | < 0.1% |
| 387276 | 4 | < 0.1% |
| 591655 | 4 | < 0.1% |
| 565275 | 4 | < 0.1% |
| 80329 | 4 | < 0.1% |
| Other values (28775) | 32552 |
| Value | Count | Frequency (%) |
| 3733 | 1 | |
| 6516 | 1 | |
| 8462 | 2 | |
| 11391 | 1 | |
| 23629 | 1 | |
| 23632 | 1 | |
| 23698 | 1 | |
| 23798 | 1 | |
| 24186 | 1 | |
| 24213 | 2 |
| Value | Count | Frequency (%) |
| 2716795 | 1 | |
| 2710343 | 2 | |
| 2707979 | 1 | |
| 2702660 | 1 | |
| 2698591 | 1 | |
| 2698588 | 1 | |
| 2698577 | 1 | |
| 2698535 | 2 | |
| 2698257 | 1 | |
| 2698251 | 1 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 32593 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
| Value | Count | Frequency (%) |
| M | 17875 | |
| F | 14718 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| m | 17875 | |
| f | 14718 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 17875 | |
| F | 14718 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 32593 |
Most frequent character per category
| Value | Count | Frequency (%) |
| M | 17875 | |
| F | 14718 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 32593 |
Most frequent character per script
| Value | Count | Frequency (%) |
| M | 17875 | |
| F | 14718 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32593 |
Most frequent character per block
| Value | Count | Frequency (%) |
| M | 17875 | |
| F | 14718 |
region
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| Scotland | |
|---|---|
| East Anglian Region | |
| London Region | |
| South Region | |
| North Western Region | |
| Other values (8) |
Length
| Max length | 20 |
|---|---|
| Median length | 16 |
| Mean length | 14.63470684 |
| Min length | 5 |
Characters and Unicode
| Total characters | 476989 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | East Anglian Region |
|---|---|
| 2nd row | Scotland |
| 3rd row | North Western Region |
| 4th row | South East Region |
| 5th row | West Midlands Region |
| Value | Count | Frequency (%) |
| Scotland | 3446 | |
| East Anglian Region | 3340 | |
| London Region | 3216 | |
| South Region | 3092 | |
| North Western Region | 2906 | |
| West Midlands Region | 2582 | |
| South West Region | 2436 | |
| East Midlands Region | 2365 | |
| South East Region | 2111 | |
| Wales | 2086 | |
| Other values (3) | 5013 |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| region | 25877 | |
| east | 7816 | 10.5% |
| south | 7639 | 10.3% |
| west | 5018 | 6.8% |
| midlands | 4947 | 6.7% |
| north | 4729 | 6.4% |
| scotland | 3446 | 4.6% |
| anglian | 3340 | 4.5% |
| london | 3216 | 4.3% |
| western | 2906 | 3.9% |
| Other values (3) | 5276 | 7.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 51472 | |
| o | 50129 | |
| e | 41983 | 8.8% |
| 41617 | 8.7% | |
| i | 36170 | 7.6% |
| t | 31554 | 6.6% |
| g | 29217 | 6.1% |
| R | 25877 | 5.4% |
| s | 24779 | 5.2% |
| a | 22819 | 4.8% |
| Other values (16) | 121372 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 361162 | |
| Uppercase Letter | 74210 | 15.6% |
| Space Separator | 41617 | 8.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| n | 51472 | |
| o | 50129 | |
| e | 41983 | |
| i | 36170 | |
| t | 31554 | |
| g | 29217 | |
| s | 24779 | |
| a | 22819 | |
| d | 17740 | 4.9% |
| l | 15003 | 4.2% |
| Other values (5) | 40296 |
| Value | Count | Frequency (%) |
| R | 25877 | |
| S | 11085 | |
| W | 10010 | 13.5% |
| E | 7816 | 10.5% |
| M | 4947 | 6.7% |
| N | 4729 | 6.4% |
| A | 3340 | 4.5% |
| L | 3216 | 4.3% |
| Y | 2006 | 2.7% |
| I | 1184 | 1.6% |
| Value | Count | Frequency (%) |
| 41617 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 435372 | |
| Common | 41617 | 8.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| n | 51472 | |
| o | 50129 | |
| e | 41983 | |
| i | 36170 | 8.3% |
| t | 31554 | 7.2% |
| g | 29217 | 6.7% |
| R | 25877 | 5.9% |
| s | 24779 | 5.7% |
| a | 22819 | 5.2% |
| d | 17740 | 4.1% |
| Other values (15) | 103632 |
| Value | Count | Frequency (%) |
| 41617 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 476989 |
Most frequent character per block
| Value | Count | Frequency (%) |
| n | 51472 | |
| o | 50129 | |
| e | 41983 | 8.8% |
| 41617 | 8.7% | |
| i | 36170 | 7.6% |
| t | 31554 | 6.6% |
| g | 29217 | 6.1% |
| R | 25877 | 5.4% |
| s | 24779 | 5.2% |
| a | 22819 | 4.8% |
| Other values (16) | 121372 |
highest_education
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| A Level or Equivalent | |
|---|---|
| Lower Than A Level | |
| HE Qualification | |
| No Formal quals | 347 |
| Post Graduate Qualification | 313 |
Length
| Max length | 27 |
|---|---|
| Median length | 18 |
| Mean length | 19.05700611 |
| Min length | 15 |
Characters and Unicode
| Total characters | 621125 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HE Qualification |
|---|---|
| 2nd row | HE Qualification |
| 3rd row | A Level or Equivalent |
| 4th row | A Level or Equivalent |
| 5th row | Lower Than A Level |
| Value | Count | Frequency (%) |
| A Level or Equivalent | 14045 | |
| Lower Than A Level | 13158 | |
| HE Qualification | 4730 | 14.5% |
| No Formal quals | 347 | 1.1% |
| Post Graduate Qualification | 313 | 1.0% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| level | 27203 | |
| a | 27203 | |
| or | 14045 | |
| equivalent | 14045 | |
| lower | 13158 | |
| than | 13158 | |
| qualification | 5043 | 4.2% |
| he | 4730 | 3.9% |
| formal | 347 | 0.3% |
| quals | 347 | 0.3% |
| Other values (3) | 973 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 87659 | ||
| e | 81922 | |
| l | 46985 | 7.6% |
| v | 41248 | 6.6% |
| L | 40361 | 6.5% |
| a | 38609 | 6.2% |
| o | 33253 | 5.4% |
| n | 32246 | 5.2% |
| i | 29174 | 4.7% |
| r | 27863 | 4.5% |
| Other values (19) | 161805 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 422876 | |
| Uppercase Letter | 110590 | 17.8% |
| Space Separator | 87659 | 14.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| e | 81922 | |
| l | 46985 | |
| v | 41248 | |
| a | 38609 | |
| o | 33253 | |
| n | 32246 | 7.6% |
| i | 29174 | 6.9% |
| r | 27863 | 6.6% |
| u | 19748 | 4.7% |
| t | 19714 | 4.7% |
| Other values (8) | 52114 |
| Value | Count | Frequency (%) |
| L | 40361 | |
| A | 27203 | |
| E | 18775 | |
| T | 13158 | 11.9% |
| Q | 5043 | 4.6% |
| H | 4730 | 4.3% |
| N | 347 | 0.3% |
| F | 347 | 0.3% |
| P | 313 | 0.3% |
| G | 313 | 0.3% |
| Value | Count | Frequency (%) |
| 87659 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 533466 | |
| Common | 87659 | 14.1% |
Most frequent character per script
| Value | Count | Frequency (%) |
| e | 81922 | |
| l | 46985 | 8.8% |
| v | 41248 | 7.7% |
| L | 40361 | 7.6% |
| a | 38609 | 7.2% |
| o | 33253 | 6.2% |
| n | 32246 | 6.0% |
| i | 29174 | 5.5% |
| r | 27863 | 5.2% |
| A | 27203 | 5.1% |
| Other values (18) | 134602 |
| Value | Count | Frequency (%) |
| 87659 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 621125 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 87659 | ||
| e | 81922 | |
| l | 46985 | 7.6% |
| v | 41248 | 6.6% |
| L | 40361 | 6.5% |
| a | 38609 | 6.2% |
| o | 33253 | 5.4% |
| n | 32246 | 5.2% |
| i | 29174 | 4.7% |
| r | 27863 | 4.5% |
| Other values (19) | 161805 |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1111 |
| Missing (%) | 3.4% |
| Memory size | 254.8 KiB |
| 20-30% | |
|---|---|
| 30-40% | |
| 10-20 | |
| 0-10% | |
| 40-50% | |
| Other values (5) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.766084742 |
| Min length | 3 |
Characters and Unicode
| Total characters | 187934 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 90-100% |
|---|---|
| 2nd row | 20-30% |
| 3rd row | 30-40% |
| 4th row | 50-60% |
| 5th row | 50-60% |
| Value | Count | Frequency (%) |
| 20-30% | 3654 | |
| 30-40% | 3539 | |
| 10-20 | 3516 | |
| 0-10% | 3311 | |
| 40-50% | 3256 | |
| 50-60% | 3124 | |
| 60-70% | 2905 | |
| 70-80% | 2879 | |
| 80-90% | 2762 | |
| 90-100% | 2536 | |
| (Missing) | 1111 | 3.4% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 20-30 | 3654 | |
| 30-40 | 3539 | |
| 10-20 | 3516 | |
| 0-10 | 3311 | |
| 40-50 | 3256 | |
| 50-60 | 3124 | |
| 60-70 | 2905 | |
| 70-80 | 2879 | |
| 80-90 | 2762 | |
| 90-100 | 2536 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 65500 | |
| - | 31482 | |
| % | 27966 | |
| 1 | 9363 | 5.0% |
| 3 | 7193 | 3.8% |
| 2 | 7170 | 3.8% |
| 4 | 6795 | 3.6% |
| 5 | 6380 | 3.4% |
| 6 | 6029 | 3.2% |
| 7 | 5784 | 3.1% |
| Other values (4) | 14272 | 7.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 125153 | |
| Dash Punctuation | 31482 | 16.8% |
| Other Punctuation | 27966 | 14.9% |
| Lowercase Letter | 3333 | 1.8% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 65500 | |
| 1 | 9363 | 7.5% |
| 3 | 7193 | 5.7% |
| 2 | 7170 | 5.7% |
| 4 | 6795 | 5.4% |
| 5 | 6380 | 5.1% |
| 6 | 6029 | 4.8% |
| 7 | 5784 | 4.6% |
| 8 | 5641 | 4.5% |
| 9 | 5298 | 4.2% |
| Value | Count | Frequency (%) |
| n | 2222 | |
| a | 1111 |
| Value | Count | Frequency (%) |
| - | 31482 |
| Value | Count | Frequency (%) |
| % | 27966 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 184601 | |
| Latin | 3333 | 1.8% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 65500 | |
| - | 31482 | |
| % | 27966 | |
| 1 | 9363 | 5.1% |
| 3 | 7193 | 3.9% |
| 2 | 7170 | 3.9% |
| 4 | 6795 | 3.7% |
| 5 | 6380 | 3.5% |
| 6 | 6029 | 3.3% |
| 7 | 5784 | 3.1% |
| Other values (2) | 10939 | 5.9% |
| Value | Count | Frequency (%) |
| n | 2222 | |
| a | 1111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 187934 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 65500 | |
| - | 31482 | |
| % | 27966 | |
| 1 | 9363 | 5.0% |
| 3 | 7193 | 3.8% |
| 2 | 7170 | 3.8% |
| 4 | 6795 | 3.6% |
| 5 | 6380 | 3.4% |
| 6 | 6029 | 3.2% |
| 7 | 5784 | 3.1% |
| Other values (4) | 14272 | 7.6% |
age_band
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| 0-35 | |
|---|---|
| 35-55 | |
| 55<= | 216 |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.289417973 |
| Min length | 4 |
Characters and Unicode
| Total characters | 139805 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 55<= |
|---|---|
| 2nd row | 35-55 |
| 3rd row | 35-55 |
| 4th row | 35-55 |
| 5th row | 0-35 |
| Value | Count | Frequency (%) |
| 0-35 | 22944 | |
| 35-55 | 9433 | |
| 55<= | 216 | 0.7% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0-35 | 22944 | |
| 35-55 | 9433 | |
| 55 | 216 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 51675 | |
| 3 | 32377 | |
| - | 32377 | |
| 0 | 22944 | |
| < | 216 | 0.2% |
| = | 216 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 106996 | |
| Dash Punctuation | 32377 | 23.2% |
| Math Symbol | 432 | 0.3% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 5 | 51675 | |
| 3 | 32377 | |
| 0 | 22944 |
| Value | Count | Frequency (%) |
| < | 216 | |
| = | 216 |
| Value | Count | Frequency (%) |
| - | 32377 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 139805 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 5 | 51675 | |
| 3 | 32377 | |
| - | 32377 | |
| 0 | 22944 | |
| < | 216 | 0.2% |
| = | 216 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 139805 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 5 | 51675 | |
| 3 | 32377 | |
| - | 32377 | |
| 0 | 22944 | |
| < | 216 | 0.2% |
| = | 216 | 0.2% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1632252324 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 28421 |
| Zeros (%) | 87.2% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4797584742 |
|---|---|
| Coefficient of variation (CV) | 2.939242096 |
| Kurtosis | 19.43184965 |
| Mean | 0.1632252324 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.807674872 |
| Sum | 5320 |
| Variance | 0.2301681935 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 28421 | |
| 1 | 3299 | 10.1% |
| 2 | 675 | 2.1% |
| 3 | 142 | 0.4% |
| 4 | 39 | 0.1% |
| 5 | 13 | < 0.1% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 28421 | |
| 1 | 3299 | 10.1% |
| 2 | 675 | 2.1% |
| 3 | 142 | 0.4% |
| 4 | 39 | 0.1% |
| 5 | 13 | < 0.1% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 4 | < 0.1% |
| 5 | 13 | < 0.1% |
| 4 | 39 | 0.1% |
| 3 | 142 | 0.4% |
| 2 | 675 | 2.1% |
| 1 | 3299 | 10.1% |
| 0 | 28421 |
studied_credits
Real number (ℝ≥0)
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.75869052 |
|---|---|
| Minimum | 30 |
| Maximum | 655 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 60 |
| median | 60 |
| Q3 | 120 |
| 95-th percentile | 150 |
| Maximum | 655 |
| Range | 625 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 41.07190026 |
|---|---|
| Coefficient of variation (CV) | 0.5149520384 |
| Kurtosis | 7.737899152 |
| Mean | 79.75869052 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.87583741 |
| Sum | 2599575 |
| Variance | 1686.900991 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 16751 | |
| 120 | 6328 | 19.4% |
| 30 | 3749 | 11.5% |
| 90 | 3144 | 9.6% |
| 180 | 830 | 2.5% |
| 150 | 769 | 2.4% |
| 240 | 220 | 0.7% |
| 210 | 169 | 0.5% |
| 75 | 108 | 0.3% |
| 70 | 96 | 0.3% |
| Other values (51) | 429 | 1.3% |
| Value | Count | Frequency (%) |
| 30 | 3749 | 11.5% |
| 40 | 22 | 0.1% |
| 45 | 36 | 0.1% |
| 50 | 7 | < 0.1% |
| 55 | 3 | < 0.1% |
| 60 | 16751 | |
| 65 | 1 | < 0.1% |
| 70 | 96 | 0.3% |
| 75 | 108 | 0.3% |
| 80 | 26 | 0.1% |
| Value | Count | Frequency (%) |
| 655 | 1 | |
| 630 | 1 | |
| 585 | 1 | |
| 540 | 1 | |
| 480 | 1 | |
| 430 | 1 | |
| 420 | 1 | |
| 400 | 2 | |
| 390 | 1 | |
| 370 | 1 |
disability
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) |
| 0 | 29429 | |
| 1 | 3164 | 9.7% |
final_result
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 254.8 KiB |
| Pass | |
|---|---|
| Withdrawn | |
| Fail | |
| Distinction |
Length
| Max length | 11 |
|---|---|
| Median length | 4 |
| Mean length | 6.207467861 |
| Min length | 4 |
Characters and Unicode
| Total characters | 202320 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Pass |
|---|---|
| 2nd row | Pass |
| 3rd row | Withdrawn |
| 4th row | Pass |
| 5th row | Pass |
| Value | Count | Frequency (%) |
| Pass | 12361 | |
| Withdrawn | 10156 | |
| Fail | 7052 | |
| Distinction | 3024 | 9.3% |
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| pass | 12361 | |
| withdrawn | 10156 | |
| fail | 7052 | |
| distinction | 3024 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 29569 | |
| s | 27746 | |
| i | 26280 | |
| t | 16204 | |
| n | 16204 | |
| P | 12361 | 6.1% |
| W | 10156 | 5.0% |
| h | 10156 | 5.0% |
| d | 10156 | 5.0% |
| r | 10156 | 5.0% |
| Other values (6) | 33332 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 169727 | |
| Uppercase Letter | 32593 | 16.1% |
Most frequent character per category
| Value | Count | Frequency (%) |
| a | 29569 | |
| s | 27746 | |
| i | 26280 | |
| t | 16204 | |
| n | 16204 | |
| h | 10156 | 6.0% |
| d | 10156 | 6.0% |
| r | 10156 | 6.0% |
| w | 10156 | 6.0% |
| l | 7052 | 4.2% |
| Other values (2) | 6048 | 3.6% |
| Value | Count | Frequency (%) |
| P | 12361 | |
| W | 10156 | |
| F | 7052 | |
| D | 3024 | 9.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 202320 |
Most frequent character per script
| Value | Count | Frequency (%) |
| a | 29569 | |
| s | 27746 | |
| i | 26280 | |
| t | 16204 | |
| n | 16204 | |
| P | 12361 | 6.1% |
| W | 10156 | 5.0% |
| h | 10156 | 5.0% |
| d | 10156 | 5.0% |
| r | 10156 | 5.0% |
| Other values (6) | 33332 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 202320 |
Most frequent character per block
| Value | Count | Frequency (%) |
| a | 29569 | |
| s | 27746 | |
| i | 26280 | |
| t | 16204 | |
| n | 16204 | |
| P | 12361 | 6.1% |
| W | 10156 | 5.0% |
| h | 10156 | 5.0% |
| d | 10156 | 5.0% |
| r | 10156 | 5.0% |
| Other values (6) | 33332 |
module_presentation_length
Real number (ℝ≥0)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 256.0101249 |
|---|---|
| Minimum | 234 |
| Maximum | 269 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 234 |
|---|---|
| 5-th percentile | 240 |
| Q1 | 241 |
| median | 262 |
| Q3 | 268 |
| 95-th percentile | 269 |
| Maximum | 269 |
| Range | 35 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 13.17907824 |
|---|---|
| Coefficient of variation (CV) | 0.05147873836 |
| Kurtosis | -1.64255087 |
| Mean | 256.0101249 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.4041541473 |
| Sum | 8344138 |
| Variance | 173.6881032 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 269 | 7165 | |
| 241 | 6191 | |
| 268 | 5955 | |
| 240 | 4684 | |
| 262 | 4095 | |
| 261 | 2890 | |
| 234 | 1613 | 4.9% |
| Value | Count | Frequency (%) |
| 234 | 1613 | 4.9% |
| 240 | 4684 | |
| 241 | 6191 | |
| 261 | 2890 | |
| 262 | 4095 | |
| 268 | 5955 | |
| 269 | 7165 |
| Value | Count | Frequency (%) |
| 269 | 7165 | |
| 268 | 5955 | |
| 262 | 4095 | |
| 261 | 2890 | |
| 241 | 6191 | |
| 240 | 4684 | |
| 234 | 1613 | 4.9% |
date_registration
Real number (ℝ)
| Distinct | 332 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 45 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -69.41130023 |
|---|---|
| Minimum | -322 |
| Maximum | 167 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | -322 |
|---|---|
| 5-th percentile | -156 |
| Q1 | -100 |
| median | -57 |
| Q3 | -29 |
| 95-th percentile | -15 |
| Maximum | 167 |
| Range | 489 |
| Interquartile range (IQR) | 71 |
Descriptive statistics
| Standard deviation | 49.26052212 |
|---|---|
| Coefficient of variation (CV) | -0.709690237 |
| Kurtosis | 1.001811696 |
| Mean | -69.41130023 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | -1.008369155 |
| Sum | -2259199 |
| Variance | 2426.599039 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -22 | 1034 | 3.2% |
| -29 | 982 | 3.0% |
| -24 | 741 | 2.3% |
| -25 | 730 | 2.2% |
| -23 | 729 | 2.2% |
| -30 | 581 | 1.8% |
| -36 | 553 | 1.7% |
| -28 | 548 | 1.7% |
| -32 | 497 | 1.5% |
| -17 | 488 | 1.5% |
| Other values (322) | 25665 |
| Value | Count | Frequency (%) |
| -322 | 1 | < 0.1% |
| -321 | 2 | < 0.1% |
| -320 | 1 | < 0.1% |
| -312 | 2 | < 0.1% |
| -311 | 1 | < 0.1% |
| -310 | 4 | |
| -309 | 1 | < 0.1% |
| -305 | 4 | |
| -304 | 7 | |
| -303 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 167 | 1 | |
| 124 | 1 | |
| 110 | 1 | |
| 101 | 1 | |
| 83 | 1 | |
| 82 | 1 | |
| 81 | 1 | |
| 69 | 1 | |
| 59 | 1 | |
| 49 | 1 |
| Distinct | 416 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 22521 |
| Missing (%) | 69.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.75764496 |
|---|---|
| Minimum | -365 |
| Maximum | 444 |
| Zeros | 419 |
| Zeros (%) | 1.3% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | -365 |
|---|---|
| 5-th percentile | -69.35 |
| Q1 | -2 |
| median | 27 |
| Q3 | 109 |
| 95-th percentile | 202 |
| Maximum | 444 |
| Range | 809 |
| Interquartile range (IQR) | 111 |
Descriptive statistics
| Standard deviation | 82.46088996 |
|---|---|
| Coefficient of variation (CV) | 1.65725066 |
| Kurtosis | -0.06101869932 |
| Mean | 49.75764496 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 0.2454858053 |
| Sum | 501159 |
| Variance | 6799.798373 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12 | 788 | 2.4% |
| 0 | 419 | 1.3% |
| 27 | 170 | 0.5% |
| -1 | 147 | 0.5% |
| -2 | 99 | 0.3% |
| -7 | 99 | 0.3% |
| 10 | 91 | 0.3% |
| -5 | 90 | 0.3% |
| -8 | 87 | 0.3% |
| 5 | 84 | 0.3% |
| Other values (406) | 7998 | 24.5% |
| (Missing) | 22521 |
| Value | Count | Frequency (%) |
| -365 | 1 | |
| -317 | 1 | |
| -297 | 1 | |
| -274 | 1 | |
| -271 | 1 | |
| -262 | 1 | |
| -248 | 2 | |
| -232 | 2 | |
| -225 | 1 | |
| -220 | 1 |
| Value | Count | Frequency (%) |
| 444 | 1 | < 0.1% |
| 242 | 1 | < 0.1% |
| 241 | 6 | < 0.1% |
| 240 | 9 | |
| 239 | 1 | < 0.1% |
| 237 | 8 | |
| 236 | 9 | |
| 235 | 16 | |
| 234 | 16 | |
| 233 | 12 |
| Distinct | 10703 |
|---|---|
| Distinct (%) | 41.4% |
| Missing | 6750 |
| Missing (%) | 20.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.23898964 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 2407 |
| Zeros (%) | 7.4% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 54.33333333 |
| median | 70 |
| Q3 | 81.04 |
| 95-th percentile | 92.11911111 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 26.70666667 |
Descriptive statistics
| Standard deviation | 25.676777 |
|---|---|
| Coefficient of variation (CV) | 0.4060276287 |
| Kurtosis | 0.9349217599 |
| Mean | 63.23898964 |
| Median Absolute Deviation (MAD) | 12.77777778 |
| Skewness | -1.272938966 |
| Sum | 1634285.209 |
| Variance | 659.2968772 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2407 | 7.4% |
| 70 | 162 | 0.5% |
| 78 | 158 | 0.5% |
| 80 | 145 | 0.4% |
| 60 | 135 | 0.4% |
| 76 | 130 | 0.4% |
| 84 | 128 | 0.4% |
| 68 | 127 | 0.4% |
| 56 | 125 | 0.4% |
| 72 | 125 | 0.4% |
| Other values (10693) | 22201 | |
| (Missing) | 6750 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 2407 | |
| 1.581632653 | 1 | < 0.1% |
| 1.636363636 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 4.909090909 | 2 | < 0.1% |
| 5.454545455 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 6.315789474 | 1 | < 0.1% |
| 6.545454545 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 33 | |
| 99.9 | 1 | < 0.1% |
| 99.84 | 1 | < 0.1% |
| 99.776 | 1 | < 0.1% |
| 99.744 | 2 | < 0.1% |
| 99.72 | 1 | < 0.1% |
| 99.69 | 1 | < 0.1% |
| 99.63934426 | 1 | < 0.1% |
| 99.62 | 1 | < 0.1% |
| 99.616 | 2 | < 0.1% |
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6773 |
| Missing (%) | 20.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.3228505 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 77 |
| Zeros (%) | 0.2% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 65 |
| median | 77 |
| Q3 | 88 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 20.94959611 |
|---|---|
| Coefficient of variation (CV) | 0.2857171532 |
| Kurtosis | 2.835208405 |
| Mean | 73.3228505 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -1.503852924 |
| Sum | 1893196 |
| Variance | 438.8855772 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 1475 | 4.5% |
| 80 | 1287 | 3.9% |
| 70 | 1043 | 3.2% |
| 90 | 981 | 3.0% |
| 78 | 815 | 2.5% |
| 86 | 795 | 2.4% |
| 84 | 784 | 2.4% |
| 82 | 745 | 2.3% |
| 88 | 730 | 2.2% |
| 75 | 718 | 2.2% |
| Other values (89) | 16447 | |
| (Missing) | 6773 |
| Value | Count | Frequency (%) |
| 0 | 77 | 0.2% |
| 1 | 717 | |
| 2 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 6 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 11 | < 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 39 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1475 | |
| 99 | 85 | 0.3% |
| 98 | 413 | 1.3% |
| 97 | 135 | 0.4% |
| 96 | 524 | 1.6% |
| 95 | 270 | 0.8% |
| 94 | 632 | |
| 93 | 226 | 0.7% |
| 92 | 707 | |
| 91 | 189 | 0.6% |
| Distinct | 2668 |
|---|---|
| Distinct (%) | 10.3% |
| Missing | 6773 |
| Missing (%) | 20.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.76825367 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 51 |
| Zeros (%) | 0.2% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42 |
| Q1 | 64.66666667 |
| median | 76 |
| Q3 | 84.54545455 |
| 95-th percentile | 92.77777778 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 19.87878788 |
Descriptive statistics
| Standard deviation | 16.37499711 |
|---|---|
| Coefficient of variation (CV) | 0.2250294088 |
| Kurtosis | 2.340698705 |
| Mean | 72.76825367 |
| Median Absolute Deviation (MAD) | 9.6 |
| Skewness | -1.26503291 |
| Sum | 1878876.31 |
| Variance | 268.1405302 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 223 | 0.7% |
| 75 | 201 | 0.6% |
| 70 | 201 | 0.6% |
| 78 | 185 | 0.6% |
| 76 | 180 | 0.6% |
| 65 | 177 | 0.5% |
| 85 | 167 | 0.5% |
| 60 | 166 | 0.5% |
| 74 | 158 | 0.5% |
| 67 | 155 | 0.5% |
| Other values (2658) | 24007 | |
| (Missing) | 6773 | 20.8% |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 1 | 87 | |
| 3 | 3 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 6.5 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 7.5 | 1 | < 0.1% |
| 8 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 135 | |
| 99.8 | 1 | < 0.1% |
| 99.75 | 1 | < 0.1% |
| 99.6 | 1 | < 0.1% |
| 99.55555556 | 2 | < 0.1% |
| 99.5 | 2 | < 0.1% |
| 99.33333333 | 10 | < 0.1% |
| 99.25 | 1 | < 0.1% |
| 99.2 | 3 | < 0.1% |
| 99.14285714 | 1 | < 0.1% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6773 |
| Missing (%) | 20.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.08454686 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 134 |
| Zeros (%) | 0.4% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 60 |
| median | 75 |
| Q3 | 87 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 21.89071302 |
|---|---|
| Coefficient of variation (CV) | 0.3079531908 |
| Kurtosis | 0.3495591235 |
| Mean | 71.08454686 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.7708950551 |
| Sum | 1835403 |
| Variance | 479.2033167 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 3340 | 10.2% |
| 80 | 2056 | 6.3% |
| 60 | 1392 | 4.3% |
| 40 | 615 | 1.9% |
| 78 | 581 | 1.8% |
| 76 | 489 | 1.5% |
| 82 | 465 | 1.4% |
| 70 | 452 | 1.4% |
| 84 | 447 | 1.4% |
| 67 | 446 | 1.4% |
| Other values (91) | 15537 | |
| (Missing) | 6773 |
| Value | Count | Frequency (%) |
| 0 | 134 | |
| 1 | 90 | |
| 2 | 7 | < 0.1% |
| 3 | 6 | < 0.1% |
| 4 | 12 | < 0.1% |
| 5 | 9 | < 0.1% |
| 6 | 14 | < 0.1% |
| 7 | 11 | < 0.1% |
| 8 | 24 | 0.1% |
| 9 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 3340 | |
| 99 | 37 | 0.1% |
| 98 | 202 | 0.6% |
| 97 | 106 | 0.3% |
| 96 | 304 | 0.9% |
| 95 | 151 | 0.5% |
| 94 | 281 | 0.9% |
| 93 | 248 | 0.8% |
| 92 | 316 | 1.0% |
| 91 | 293 | 0.9% |
| Distinct | 17598 |
|---|---|
| Distinct (%) | 75.5% |
| Missing | 9292 |
| Missing (%) | 28.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.24327566 |
|---|---|
| Minimum | 0 |
| Maximum | 70.00357134 |
| Zeros | 71 |
| Zeros (%) | 0.2% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.535533906 |
| Q1 | 7.767453465 |
| median | 12.02081528 |
| Q3 | 17.13346303 |
| 95-th percentile | 27.90698837 |
| Maximum | 70.00357134 |
| Range | 70.00357134 |
| Interquartile range (IQR) | 9.366009569 |
Descriptive statistics
| Standard deviation | 7.600831549 |
|---|---|
| Coefficient of variation (CV) | 0.5739389364 |
| Kurtosis | 2.129560702 |
| Mean | 13.24327566 |
| Median Absolute Deviation (MAD) | 4.627124276 |
| Skewness | 1.156130254 |
| Sum | 308581.5662 |
| Variance | 57.77264023 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.242640687 | 105 | 0.3% |
| 7.071067812 | 101 | 0.3% |
| 1.414213562 | 97 | 0.3% |
| 5.656854249 | 84 | 0.3% |
| 2.828427125 | 81 | 0.2% |
| 8.485281374 | 73 | 0.2% |
| 0 | 71 | 0.2% |
| 9.899494937 | 68 | 0.2% |
| 14.14213562 | 65 | 0.2% |
| 3.535533906 | 62 | 0.2% |
| Other values (17588) | 22494 | |
| (Missing) | 9292 |
| Value | Count | Frequency (%) |
| 0 | 71 | |
| 0.4472135955 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.5 | 1 | < 0.1% |
| 0.5477225575 | 1 | < 0.1% |
| 0.5477225575 | 1 | < 0.1% |
| 0.5477225575 | 1 | < 0.1% |
| 0.5773502692 | 4 | < 0.1% |
| 0.5773502692 | 2 | < 0.1% |
| 0.5773502692 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 70.00357134 | 1 | < 0.1% |
| 65.76093065 | 1 | < 0.1% |
| 63.63961031 | 1 | < 0.1% |
| 57.98275606 | 1 | < 0.1% |
| 57.73502692 | 1 | < 0.1% |
| 55.86143571 | 2 | |
| 54.44722215 | 4 | |
| 53.03300859 | 2 | |
| 50.2924779 | 1 | < 0.1% |
| 50.20458146 | 4 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6773 |
| Missing (%) | 20.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.66467854 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 306 |
| Zeros (%) | 0.9% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 42 |
| median | 60 |
| Q3 | 72 |
| 95-th percentile | 86 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 22.19338752 |
|---|---|
| Coefficient of variation (CV) | 0.3986978476 |
| Kurtosis | 0.003622143791 |
| Mean | 55.66467854 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.6653197512 |
| Sum | 1437262 |
| Variance | 492.5464498 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 1666 | 5.1% |
| 40 | 1123 | 3.4% |
| 70 | 741 | 2.3% |
| 1 | 726 | 2.2% |
| 80 | 724 | 2.2% |
| 50 | 600 | 1.8% |
| 65 | 580 | 1.8% |
| 72 | 524 | 1.6% |
| 68 | 524 | 1.6% |
| 75 | 507 | 1.6% |
| Other values (91) | 18105 | |
| (Missing) | 6773 | 20.8% |
| Value | Count | Frequency (%) |
| 0 | 306 | |
| 1 | 726 | |
| 2 | 10 | < 0.1% |
| 3 | 17 | 0.1% |
| 4 | 27 | 0.1% |
| 5 | 24 | 0.1% |
| 6 | 34 | 0.1% |
| 7 | 22 | 0.1% |
| 8 | 47 | 0.1% |
| 9 | 28 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 135 | |
| 99 | 4 | < 0.1% |
| 98 | 19 | 0.1% |
| 97 | 19 | 0.1% |
| 96 | 44 | 0.1% |
| 95 | 32 | 0.1% |
| 94 | 76 | |
| 93 | 55 | |
| 92 | 114 | |
| 91 | 78 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 6773 |
| Missing (%) | 20.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.54419055 |
|---|---|
| Minimum | 0 |
| Maximum | 100 |
| Zeros | 51 |
| Zeros (%) | 0.2% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 80 |
| median | 92 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 17.10419739 |
|---|---|
| Coefficient of variation (CV) | 0.1976354193 |
| Kurtosis | 5.014633897 |
| Mean | 86.54419055 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -1.990910256 |
| Sum | 2234571 |
| Variance | 292.5535682 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 7918 | |
| 80 | 959 | 2.9% |
| 96 | 864 | 2.7% |
| 94 | 859 | 2.6% |
| 90 | 846 | 2.6% |
| 98 | 826 | 2.5% |
| 92 | 748 | 2.3% |
| 95 | 707 | 2.2% |
| 97 | 641 | 2.0% |
| 93 | 598 | 1.8% |
| Other values (88) | 10854 | |
| (Missing) | 6773 |
| Value | Count | Frequency (%) |
| 0 | 51 | |
| 1 | 86 | |
| 2 | 1 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 30 | 0.1% |
| 11 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 7918 | |
| 99 | 440 | 1.3% |
| 98 | 826 | 2.5% |
| 97 | 641 | 2.0% |
| 96 | 864 | 2.7% |
| 95 | 707 | 2.2% |
| 94 | 859 | 2.6% |
| 93 | 598 | 1.8% |
| 92 | 748 | 2.3% |
| 91 | 402 | 1.2% |
| Distinct | 1246 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 6750 |
| Missing (%) | 20.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 112.3436907 |
|---|---|
| Minimum | -1870 |
| Maximum | 2130 |
| Zeros | 1300 |
| Zeros (%) | 4.0% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | -1870 |
|---|---|
| 5-th percentile | -27 |
| Q1 | -5 |
| median | 5 |
| Q3 | 77 |
| 95-th percentile | 709 |
| Maximum | 2130 |
| Range | 4000 |
| Interquartile range (IQR) | 82 |
Descriptive statistics
| Standard deviation | 236.7907663 |
|---|---|
| Coefficient of variation (CV) | 2.107735332 |
| Kurtosis | 5.064089544 |
| Mean | 112.3436907 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 2.135472036 |
| Sum | 2903298 |
| Variance | 56069.86701 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1300 | 4.0% |
| 1 | 963 | 3.0% |
| -2 | 734 | 2.3% |
| -3 | 697 | 2.1% |
| 2 | 648 | 2.0% |
| 3 | 618 | 1.9% |
| -4 | 495 | 1.5% |
| 4 | 483 | 1.5% |
| -5 | 468 | 1.4% |
| -1 | 447 | 1.4% |
| Other values (1236) | 18990 | |
| (Missing) | 6750 | 20.7% |
| Value | Count | Frequency (%) |
| -1870 | 1 | |
| -1527 | 1 | |
| -1469 | 1 | |
| -1113 | 1 | |
| -1073 | 1 | |
| -752 | 1 | |
| -724 | 1 | |
| -708 | 1 | |
| -634 | 1 | |
| -530 | 1 |
| Value | Count | Frequency (%) |
| 2130 | 1 | < 0.1% |
| 2064 | 2 | |
| 1998 | 1 | < 0.1% |
| 1956 | 1 | < 0.1% |
| 1762 | 1 | < 0.1% |
| 1716 | 1 | < 0.1% |
| 1511 | 1 | < 0.1% |
| 1402 | 1 | < 0.1% |
| 1398 | 1 | < 0.1% |
| 1333 | 3 |
| Distinct | 11950 |
|---|---|
| Distinct (%) | 51.2% |
| Missing | 9270 |
| Missing (%) | 28.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.79647526 |
|---|---|
| Minimum | 0 |
| Maximum | 260.2152955 |
| Zeros | 815 |
| Zeros (%) | 2.5% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 2.683281573 |
| median | 5.977736472 |
| Q3 | 27.60645774 |
| 95-th percentile | 84.57021017 |
| Maximum | 260.2152955 |
| Range | 260.2152955 |
| Interquartile range (IQR) | 24.92317617 |
Descriptive statistics
| Standard deviation | 29.98555853 |
|---|---|
| Coefficient of variation (CV) | 1.441857726 |
| Kurtosis | 2.687581868 |
| Mean | 20.79647526 |
| Median Absolute Deviation (MAD) | 4.106907779 |
| Skewness | 1.776412609 |
| Sum | 485036.1924 |
| Variance | 899.1337203 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 815 | 2.5% |
| 0.7071067812 | 338 | 1.0% |
| 0.5 | 270 | 0.8% |
| 1.414213562 | 243 | 0.7% |
| 2.121320344 | 193 | 0.6% |
| 0.5773502692 | 168 | 0.5% |
| 1 | 153 | 0.5% |
| 2.828427125 | 140 | 0.4% |
| 1.732050808 | 132 | 0.4% |
| 0.5773502692 | 121 | 0.4% |
| Other values (11940) | 20750 | |
| (Missing) | 9270 |
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 0.2886751346 | 3 | < 0.1% |
| 0.2886751346 | 1 | < 0.1% |
| 0.3015113446 | 1 | < 0.1% |
| 0.3333333333 | 1 | < 0.1% |
| 0.3333333333 | 1 | < 0.1% |
| 0.3892494721 | 1 | < 0.1% |
| 0.4082482905 | 6 | < 0.1% |
| 0.4472135955 | 2 | < 0.1% |
| 0.4472135955 | 66 | 0.2% |
| Value | Count | Frequency (%) |
| 260.2152955 | 1 | |
| 209.0007974 | 1 | |
| 205.5366958 | 1 | |
| 201.3879341 | 1 | |
| 200.5425142 | 1 | |
| 200.1486947 | 1 | |
| 195.0299122 | 1 | |
| 193.3054578 | 1 | |
| 192.0572831 | 1 | |
| 191.5034502 | 1 |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 6750 |
| Missing (%) | 20.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07386913284 |
|---|---|
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 25317 |
| Zeros (%) | 77.7% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5994471509 |
|---|---|
| Coefficient of variation (CV) | 8.114988329 |
| Kurtosis | 123.7688543 |
| Mean | 0.07386913284 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.20130754 |
| Sum | 1909 |
| Variance | 0.3593368867 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 25317 | |
| 3 | 107 | 0.3% |
| 4 | 96 | 0.3% |
| 2 | 96 | 0.3% |
| 1 | 83 | 0.3% |
| 5 | 55 | 0.2% |
| 6 | 44 | 0.1% |
| 7 | 16 | < 0.1% |
| 9 | 8 | < 0.1% |
| 8 | 8 | < 0.1% |
| Other values (3) | 13 | < 0.1% |
| (Missing) | 6750 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 25317 | |
| 1 | 83 | 0.3% |
| 2 | 96 | 0.3% |
| 3 | 107 | 0.3% |
| 4 | 96 | 0.3% |
| 5 | 55 | 0.2% |
| 6 | 44 | 0.1% |
| 7 | 16 | < 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 3 | < 0.1% |
| 11 | 6 | < 0.1% |
| 10 | 4 | < 0.1% |
| 9 | 8 | < 0.1% |
| 8 | 8 | < 0.1% |
| 7 | 16 | < 0.1% |
| 6 | 44 | |
| 5 | 55 | |
| 4 | 96 | |
| 3 | 107 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6750 |
| Missing (%) | 20.7% |
| Memory size | 254.8 KiB |
| 0 | |
|---|---|
| 1 | |
| (Missing) |
| Value | Count | Frequency (%) |
| 0 | 20884 | |
| 1 | 4959 | 15.2% |
| (Missing) | 6750 | 20.7% |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 6750 |
| Missing (%) | 20.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.729559262 |
|---|---|
| Minimum | 1 |
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 14 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.771380962 |
|---|---|
| Coefficient of variation (CV) | 0.5604202022 |
| Kurtosis | -1.261970313 |
| Mean | 6.729559262 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.08003251555 |
| Sum | 173912 |
| Variance | 14.22331436 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 12 | 3655 | |
| 5 | 2834 | |
| 4 | 2757 | |
| 9 | 2658 | 8.2% |
| 7 | 2613 | 8.0% |
| 1 | 2520 | 7.7% |
| 11 | 2211 | 6.8% |
| 2 | 1853 | 5.7% |
| 3 | 1701 | 5.2% |
| 6 | 922 | 2.8% |
| Other values (4) | 2119 | 6.5% |
| (Missing) | 6750 |
| Value | Count | Frequency (%) |
| 1 | 2520 | |
| 2 | 1853 | |
| 3 | 1701 | |
| 4 | 2757 | |
| 5 | 2834 | |
| 6 | 922 | 2.8% |
| 7 | 2613 | |
| 8 | 777 | 2.4% |
| 9 | 2658 | |
| 10 | 857 | 2.6% |
| Value | Count | Frequency (%) |
| 14 | 368 | 1.1% |
| 13 | 117 | 0.4% |
| 12 | 3655 | |
| 11 | 2211 | |
| 10 | 857 | 2.6% |
| 9 | 2658 | |
| 8 | 777 | 2.4% |
| 7 | 2613 | |
| 6 | 922 | 2.8% |
| 5 | 2834 |
| Distinct | 944 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.7230738 |
|---|---|
| Minimum | 0 |
| Maximum | 4345 |
| Zeros | 1018 |
| Zeros (%) | 3.1% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 17 |
| median | 52 |
| Q3 | 155 |
| 95-th percentile | 436 |
| Maximum | 4345 |
| Range | 4345 |
| Interquartile range (IQR) | 138 |
Descriptive statistics
| Standard deviation | 163.768722 |
|---|---|
| Coefficient of variation (CV) | 1.403053541 |
| Kurtosis | 31.36149977 |
| Mean | 116.7230738 |
| Median Absolute Deviation (MAD) | 44 |
| Skewness | 3.54466691 |
| Sum | 3411582 |
| Variance | 26820.19429 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1018 | 3.1% |
| 1 | 532 | 1.6% |
| 2 | 461 | 1.4% |
| 3 | 428 | 1.3% |
| 5 | 410 | 1.3% |
| 4 | 398 | 1.2% |
| 8 | 391 | 1.2% |
| 11 | 378 | 1.2% |
| 6 | 377 | 1.2% |
| 12 | 356 | 1.1% |
| Other values (934) | 24479 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 1018 | |
| 1 | 532 | |
| 2 | 461 | |
| 3 | 428 | |
| 4 | 398 | 1.2% |
| 5 | 410 | |
| 6 | 377 | 1.2% |
| 7 | 355 | 1.1% |
| 8 | 391 | 1.2% |
| 9 | 355 | 1.1% |
| Value | Count | Frequency (%) |
| 4345 | 1 | |
| 2853 | 1 | |
| 2688 | 1 | |
| 2438 | 1 | |
| 1939 | 1 | |
| 1700 | 1 | |
| 1625 | 1 | |
| 1619 | 1 | |
| 1614 | 1 | |
| 1576 | 1 |
| Distinct | 2088 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 272.7997126 |
|---|---|
| Minimum | 0 |
| Maximum | 13154 |
| Zeros | 3222 |
| Zeros (%) | 9.9% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17 |
| median | 93 |
| Q3 | 288 |
| 95-th percentile | 1047 |
| Maximum | 13154 |
| Range | 13154 |
| Interquartile range (IQR) | 271 |
Descriptive statistics
| Standard deviation | 597.674199 |
|---|---|
| Coefficient of variation (CV) | 2.190890135 |
| Kurtosis | 76.44470754 |
| Mean | 272.7997126 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 7.028584588 |
| Sum | 7973390 |
| Variance | 357214.4482 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3222 | 9.9% |
| 2 | 371 | 1.1% |
| 3 | 363 | 1.1% |
| 1 | 361 | 1.1% |
| 4 | 310 | 1.0% |
| 6 | 284 | 0.9% |
| 7 | 280 | 0.9% |
| 5 | 279 | 0.9% |
| 8 | 243 | 0.7% |
| 9 | 242 | 0.7% |
| Other values (2078) | 23273 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 3222 | |
| 1 | 361 | 1.1% |
| 2 | 371 | 1.1% |
| 3 | 363 | 1.1% |
| 4 | 310 | 1.0% |
| 5 | 279 | 0.9% |
| 6 | 284 | 0.9% |
| 7 | 280 | 0.9% |
| 8 | 243 | 0.7% |
| 9 | 242 | 0.7% |
| Value | Count | Frequency (%) |
| 13154 | 1 | |
| 11465 | 1 | |
| 11344 | 1 | |
| 10555 | 1 | |
| 10483 | 1 | |
| 9919 | 1 | |
| 9666 | 1 | |
| 9560 | 1 | |
| 9552 | 1 | |
| 9292 | 1 |
| Distinct | 1515 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 237.7536609 |
|---|---|
| Minimum | 0 |
| Maximum | 7277 |
| Zeros | 43 |
| Zeros (%) | 0.1% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 55 |
| median | 144 |
| Q3 | 304 |
| 95-th percentile | 765.65 |
| Maximum | 7277 |
| Range | 7277 |
| Interquartile range (IQR) | 249 |
Descriptive statistics
| Standard deviation | 320.2205552 |
|---|---|
| Coefficient of variation (CV) | 1.346858568 |
| Kurtosis | 56.16182765 |
| Mean | 237.7536609 |
| Median Absolute Deviation (MAD) | 106 |
| Skewness | 5.259805064 |
| Sum | 6949064 |
| Variance | 102541.204 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 285 | 0.9% |
| 2 | 230 | 0.7% |
| 3 | 221 | 0.7% |
| 4 | 203 | 0.6% |
| 6 | 202 | 0.6% |
| 5 | 180 | 0.6% |
| 8 | 171 | 0.5% |
| 18 | 162 | 0.5% |
| 10 | 156 | 0.5% |
| 12 | 155 | 0.5% |
| Other values (1505) | 27263 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 43 | 0.1% |
| 1 | 285 | |
| 2 | 230 | |
| 3 | 221 | |
| 4 | 203 | |
| 5 | 180 | |
| 6 | 202 | |
| 7 | 153 | |
| 8 | 171 | |
| 9 | 154 |
| Value | Count | Frequency (%) |
| 7277 | 1 | |
| 7059 | 1 | |
| 6591 | 1 | |
| 5548 | 1 | |
| 5012 | 1 | |
| 4752 | 2 | |
| 4747 | 1 | |
| 4737 | 1 | |
| 4664 | 1 | |
| 4622 | 1 |
| Distinct | 2685 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 383.4269536 |
|---|---|
| Minimum | 0 |
| Maximum | 9308 |
| Zeros | 2306 |
| Zeros (%) | 7.1% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| median | 106 |
| Q3 | 445 |
| 95-th percentile | 1734 |
| Maximum | 9308 |
| Range | 9308 |
| Interquartile range (IQR) | 429 |
Descriptive statistics
| Standard deviation | 657.4751602 |
|---|---|
| Coefficient of variation (CV) | 1.714733808 |
| Kurtosis | 17.10923561 |
| Mean | 383.4269536 |
| Median Absolute Deviation (MAD) | 105 |
| Skewness | 3.330047564 |
| Sum | 11206803 |
| Variance | 432273.5863 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2306 | 7.1% |
| 1 | 1121 | 3.4% |
| 2 | 676 | 2.1% |
| 3 | 395 | 1.2% |
| 4 | 342 | 1.0% |
| 5 | 259 | 0.8% |
| 7 | 250 | 0.8% |
| 6 | 232 | 0.7% |
| 8 | 223 | 0.7% |
| 10 | 216 | 0.7% |
| Other values (2675) | 23208 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 2306 | |
| 1 | 1121 | |
| 2 | 676 | 2.1% |
| 3 | 395 | 1.2% |
| 4 | 342 | 1.0% |
| 5 | 259 | 0.8% |
| 6 | 232 | 0.7% |
| 7 | 250 | 0.8% |
| 8 | 223 | 0.7% |
| 9 | 202 | 0.6% |
| Value | Count | Frequency (%) |
| 9308 | 1 | |
| 9154 | 1 | |
| 8328 | 1 | |
| 8314 | 1 | |
| 7906 | 1 | |
| 7890 | 1 | |
| 7150 | 1 | |
| 7063 | 1 | |
| 6860 | 1 | |
| 6659 | 1 |
| Distinct | 631 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.6046257 |
|---|---|
| Minimum | 0 |
| Maximum | 2117 |
| Zeros | 18612 |
| Zeros (%) | 57.1% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 17 |
| 95-th percentile | 175 |
| Maximum | 2117 |
| Range | 2117 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 88.39370445 |
|---|---|
| Coefficient of variation (CV) | 2.888246545 |
| Kurtosis | 53.55285309 |
| Mean | 30.6046257 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.880454293 |
| Sum | 894512 |
| Variance | 7813.446986 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18612 | |
| 1 | 524 | 1.6% |
| 2 | 384 | 1.2% |
| 3 | 295 | 0.9% |
| 4 | 246 | 0.8% |
| 5 | 202 | 0.6% |
| 6 | 194 | 0.6% |
| 9 | 162 | 0.5% |
| 8 | 154 | 0.5% |
| 11 | 154 | 0.5% |
| Other values (621) | 8301 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 18612 | |
| 1 | 524 | 1.6% |
| 2 | 384 | 1.2% |
| 3 | 295 | 0.9% |
| 4 | 246 | 0.8% |
| 5 | 202 | 0.6% |
| 6 | 194 | 0.6% |
| 7 | 152 | 0.5% |
| 8 | 154 | 0.5% |
| 9 | 162 | 0.5% |
| Value | Count | Frequency (%) |
| 2117 | 1 | |
| 1637 | 1 | |
| 1449 | 1 | |
| 1383 | 1 | |
| 1217 | 1 | |
| 1191 | 1 | |
| 1188 | 1 | |
| 1120 | 1 | |
| 1111 | 1 | |
| 1102 | 1 |
| Distinct | 1905 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 238.8545231 |
|---|---|
| Minimum | 0 |
| Maximum | 13032 |
| Zeros | 9255 |
| Zeros (%) | 28.4% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 75 |
| Q3 | 215 |
| 95-th percentile | 1032.65 |
| Maximum | 13032 |
| Range | 13032 |
| Interquartile range (IQR) | 215 |
Descriptive statistics
| Standard deviation | 466.344205 |
|---|---|
| Coefficient of variation (CV) | 1.952419402 |
| Kurtosis | 69.23235049 |
| Mean | 238.8545231 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 5.601032394 |
| Sum | 6981240 |
| Variance | 217476.9176 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 576 | 1.8% |
| 2 | 276 | 0.8% |
| 3 | 176 | 0.5% |
| 74 | 138 | 0.4% |
| 79 | 136 | 0.4% |
| 80 | 134 | 0.4% |
| 78 | 128 | 0.4% |
| 75 | 123 | 0.4% |
| 4 | 120 | 0.4% |
| Other values (1895) | 18166 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 9255 | |
| 1 | 576 | 1.8% |
| 2 | 276 | 0.8% |
| 3 | 176 | 0.5% |
| 4 | 120 | 0.4% |
| 5 | 77 | 0.2% |
| 6 | 69 | 0.2% |
| 7 | 50 | 0.2% |
| 8 | 40 | 0.1% |
| 9 | 47 | 0.1% |
| Value | Count | Frequency (%) |
| 13032 | 1 | |
| 11117 | 1 | |
| 10621 | 1 | |
| 8877 | 1 | |
| 7447 | 1 | |
| 7164 | 1 | |
| 7046 | 1 | |
| 6680 | 1 | |
| 6569 | 1 | |
| 6523 | 1 |
| Distinct | 390 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.98179828 |
|---|---|
| Minimum | 0 |
| Maximum | 5147 |
| Zeros | 1632 |
| Zeros (%) | 5.0% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 23 |
| Q3 | 48 |
| 95-th percentile | 120 |
| Maximum | 5147 |
| Range | 5147 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 72.71907491 |
|---|---|
| Coefficient of variation (CV) | 1.914576935 |
| Kurtosis | 2007.3934 |
| Mean | 37.98179828 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 34.11749712 |
| Sum | 1110132 |
| Variance | 5288.063856 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1632 | 5.0% |
| 1 | 782 | 2.4% |
| 2 | 734 | 2.3% |
| 3 | 715 | 2.2% |
| 5 | 703 | 2.2% |
| 4 | 686 | 2.1% |
| 8 | 648 | 2.0% |
| 6 | 629 | 1.9% |
| 7 | 629 | 1.9% |
| 11 | 605 | 1.9% |
| Other values (380) | 21465 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 1632 | |
| 1 | 782 | |
| 2 | 734 | |
| 3 | 715 | |
| 4 | 686 | |
| 5 | 703 | |
| 6 | 629 | 1.9% |
| 7 | 629 | 1.9% |
| 8 | 648 | 2.0% |
| 9 | 592 | 1.8% |
| Value | Count | Frequency (%) |
| 5147 | 1 | |
| 4562 | 1 | |
| 4546 | 1 | |
| 2808 | 1 | |
| 2281 | 1 | |
| 2100 | 1 | |
| 1825 | 1 | |
| 1760 | 1 | |
| 1472 | 1 | |
| 874 | 1 |
| Distinct | 286 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 3365 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.38901054 |
|---|---|
| Minimum | 0 |
| Maximum | 2134 |
| Zeros | 5327 |
| Zeros (%) | 16.3% |
| Memory size | 254.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 25 |
| 95-th percentile | 73 |
| Maximum | 2134 |
| Range | 2134 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 36.1435633 |
|---|---|
| Coefficient of variation (CV) | 1.864126239 |
| Kurtosis | 487.719713 |
| Mean | 19.38901054 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 12.81062969 |
| Sum | 566702 |
| Variance | 1306.357168 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5327 | 16.3% |
| 1 | 2025 | 6.2% |
| 2 | 1669 | 5.1% |
| 3 | 1412 | 4.3% |
| 4 | 1198 | 3.7% |
| 5 | 1034 | 3.2% |
| 6 | 890 | 2.7% |
| 7 | 831 | 2.5% |
| 8 | 770 | 2.4% |
| 9 | 667 | 2.0% |
| Other values (276) | 13405 | |
| (Missing) | 3365 | 10.3% |
| Value | Count | Frequency (%) |
| 0 | 5327 | |
| 1 | 2025 | 6.2% |
| 2 | 1669 | 5.1% |
| 3 | 1412 | 4.3% |
| 4 | 1198 | 3.7% |
| 5 | 1034 | 3.2% |
| 6 | 890 | 2.7% |
| 7 | 831 | 2.5% |
| 8 | 770 | 2.4% |
| 9 | 667 | 2.0% |
| Value | Count | Frequency (%) |
| 2134 | 1 | |
| 966 | 1 | |
| 933 | 1 | |
| 830 | 1 | |
| 820 | 1 | |
| 729 | 1 | |
| 635 | 1 | |
| 633 | 1 | |
| 627 | 1 | |
| 601 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| code_module | code_presentation | id_student | gender | region | highest_education | imd_band | age_band | num_of_prev_attempts | studied_credits | disability | final_result | module_presentation_length | date_registration | date_unregistration | avg_score | first_score | mean_score | last_score | score_std | min_weight_score | max_weight_score | submit_day_delta | submit_day_delta_std | num_banked | has_exam | num_of_assmnt | subpage_clicks | forumng_clicks | homepage_clicks | oucontent_clicks | ouwiki_clicks | quiz_clicks | resource_clicks | url_clicks | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | AAA | 2013J | 11391 | M | East Anglian Region | HE Qualification | 90-100% | 55<= | 0 | 240 | 0 | Pass | 268 | -159.0 | NaN | 82.4 | 78.0 | 82.0 | 82.0 | 3.082207 | 78.0 | 85.0 | 9.0 | 0.836660 | 0.0 | 0.0 | 5.0 | 32.0 | 193.0 | 138.0 | 553.0 | 0.0 | 0.0 | 13.0 | 5.0 |
| 1 | AAA | 2013J | 28400 | F | Scotland | HE Qualification | 20-30% | 35-55 | 0 | 60 | 0 | Pass | 268 | -53.0 | NaN | 65.4 | 70.0 | 66.4 | 60.0 | 4.335897 | 60.0 | 70.0 | 0.0 | 3.240370 | 0.0 | 0.0 | 5.0 | 87.0 | 417.0 | 324.0 | 537.0 | 0.0 | 0.0 | 12.0 | 48.0 |
| 2 | AAA | 2013J | 30268 | F | North Western Region | A Level or Equivalent | 30-40% | 35-55 | 0 | 60 | 1 | Withdrawn | 268 | -92.0 | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 22.0 | 126.0 | 59.0 | 66.0 | 0.0 | 0.0 | 4.0 | 4.0 |
| 3 | AAA | 2013J | 31604 | F | South East Region | A Level or Equivalent | 50-60% | 35-55 | 0 | 60 | 0 | Pass | 268 | -52.0 | NaN | 76.3 | 72.0 | 76.0 | 75.0 | 6.892024 | 71.0 | 88.0 | 10.0 | 0.707107 | 0.0 | 0.0 | 5.0 | 144.0 | 634.0 | 432.0 | 836.0 | 0.0 | 0.0 | 19.0 | 90.0 |
| 4 | AAA | 2013J | 32885 | F | West Midlands Region | Lower Than A Level | 50-60% | 0-35 | 0 | 60 | 0 | Pass | 268 | -176.0 | NaN | 55.0 | 69.0 | 54.4 | 75.0 | 20.513410 | 30.0 | 75.0 | -57.0 | 6.387488 | 0.0 | 0.0 | 5.0 | 79.0 | 194.0 | 204.0 | 494.0 | 0.0 | 0.0 | 45.0 | 14.0 |
| 5 | AAA | 2013J | 38053 | M | Wales | A Level or Equivalent | 80-90% | 35-55 | 0 | 60 | 0 | Pass | 268 | -110.0 | NaN | 66.9 | 79.0 | 68.0 | 68.0 | 10.977249 | 50.0 | 79.0 | -10.0 | 4.472136 | 0.0 | 0.0 | 5.0 | 91.0 | 875.0 | 512.0 | 900.0 | 0.0 | 0.0 | 11.0 | 45.0 |
| 6 | AAA | 2013J | 45462 | M | Scotland | HE Qualification | 30-40% | 0-35 | 0 | 60 | 0 | Pass | 268 | -67.0 | NaN | 67.8 | 70.0 | 68.0 | 68.0 | 4.949747 | 62.0 | 75.0 | -2.0 | 0.547723 | 0.0 | 0.0 | 5.0 | 98.0 | 123.0 | 320.0 | 915.0 | 0.0 | 0.0 | 8.0 | 24.0 |
| 7 | AAA | 2013J | 45642 | F | North Western Region | A Level or Equivalent | 90-100% | 0-35 | 0 | 120 | 0 | Pass | 268 | -29.0 | NaN | 72.5 | 72.0 | 72.4 | 73.0 | 0.547723 | 72.0 | 73.0 | -13.0 | 5.504544 | 0.0 | 0.0 | 5.0 | 120.0 | 428.0 | 295.0 | 508.0 | 0.0 | 0.0 | 16.0 | 56.0 |
| 8 | AAA | 2013J | 52130 | F | East Anglian Region | A Level or Equivalent | 70-80% | 0-35 | 0 | 90 | 0 | Pass | 268 | -33.0 | NaN | 71.2 | 72.0 | 71.4 | 70.0 | 2.607681 | 68.0 | 75.0 | -7.0 | 3.130495 | 0.0 | 0.0 | 5.0 | 214.0 | 333.0 | 476.0 | 714.0 | 0.0 | 0.0 | 19.0 | 128.0 |
| 9 | AAA | 2013J | 53025 | M | North Region | Post Graduate Qualification | NaN | 55<= | 0 | 60 | 0 | Pass | 268 | -179.0 | NaN | 79.0 | 71.0 | 78.0 | 81.0 | 4.062019 | 71.0 | 81.0 | 23.0 | 3.209361 | 0.0 | 0.0 | 5.0 | 124.0 | 1974.0 | 394.0 | 575.0 | 0.0 | 0.0 | 6.0 | 82.0 |
Last rows
| code_module | code_presentation | id_student | gender | region | highest_education | imd_band | age_band | num_of_prev_attempts | studied_credits | disability | final_result | module_presentation_length | date_registration | date_unregistration | avg_score | first_score | mean_score | last_score | score_std | min_weight_score | max_weight_score | submit_day_delta | submit_day_delta_std | num_banked | has_exam | num_of_assmnt | subpage_clicks | forumng_clicks | homepage_clicks | oucontent_clicks | ouwiki_clicks | quiz_clicks | resource_clicks | url_clicks | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32583 | GGG | 2014J | 2508153 | F | East Midlands Region | Lower Than A Level | 10-20 | 0-35 | 0 | 30 | 0 | Pass | 269 | -59.0 | NaN | 0.0 | 85.0 | 90.111111 | 60.0 | 13.878441 | 60.0 | 100.0 | 383.0 | 50.963495 | 0.0 | 0.0 | 9.0 | 43.0 | 69.0 | 123.0 | 207.0 | 0.0 | 118.0 | 38.0 | 0.0 |
| 32584 | GGG | 2014J | 2533195 | F | South East Region | Lower Than A Level | 10-20 | 0-35 | 0 | 30 | 0 | Pass | 269 | -45.0 | NaN | 0.0 | 55.0 | 75.555556 | 80.0 | 16.853124 | 55.0 | 100.0 | 375.0 | 43.680659 | 0.0 | 0.0 | 9.0 | 31.0 | 61.0 | 229.0 | 243.0 | 0.0 | 103.0 | 88.0 | 0.0 |
| 32585 | GGG | 2014J | 2606765 | F | London Region | Lower Than A Level | 80-90% | 0-35 | 0 | 30 | 0 | Pass | 269 | -64.0 | NaN | 0.0 | 55.0 | 78.888889 | 80.0 | 15.964370 | 55.0 | 100.0 | -2.0 | 5.717906 | 0.0 | 0.0 | 9.0 | 37.0 | 0.0 | 27.0 | 52.0 | 0.0 | 106.0 | 12.0 | 0.0 |
| 32586 | GGG | 2014J | 2608143 | M | East Midlands Region | HE Qualification | 60-70% | 35-55 | 0 | 30 | 0 | Withdrawn | 269 | -45.0 | 48.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | 5.0 | 13.0 | 3.0 | 0.0 | 0.0 | 12.0 | 0.0 |
| 32587 | GGG | 2014J | 2620947 | F | Scotland | A Level or Equivalent | 80-90% | 0-35 | 0 | 30 | 1 | Distinction | 269 | -23.0 | NaN | 0.0 | 80.0 | 88.888889 | 80.0 | 10.833333 | 75.0 | 100.0 | 283.0 | 43.855191 | 0.0 | 0.0 | 9.0 | 20.0 | 18.0 | 89.0 | 205.0 | 0.0 | 116.0 | 24.0 | 0.0 |
| 32588 | GGG | 2014J | 2640965 | F | Wales | Lower Than A Level | 10-20 | 0-35 | 0 | 30 | 0 | Fail | 269 | -4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | 0.0 | 22.0 | 6.0 | 0.0 | 0.0 | 4.0 | 0.0 |
| 32589 | GGG | 2014J | 2645731 | F | East Anglian Region | Lower Than A Level | 40-50% | 35-55 | 0 | 30 | 0 | Distinction | 269 | -23.0 | NaN | 0.0 | 80.0 | 88.111111 | 80.0 | 11.580635 | 72.0 | 100.0 | 326.0 | 42.710589 | 0.0 | 0.0 | 9.0 | 47.0 | 65.0 | 167.0 | 348.0 | 0.0 | 152.0 | 109.0 | 0.0 |
| 32590 | GGG | 2014J | 2648187 | F | South Region | A Level or Equivalent | 20-30% | 0-35 | 0 | 30 | 1 | Pass | 269 | -129.0 | NaN | 0.0 | 65.0 | 76.666667 | 80.0 | 15.206906 | 60.0 | 100.0 | 408.0 | 47.053161 | 0.0 | 0.0 | 9.0 | 20.0 | 0.0 | 63.0 | 79.0 | 0.0 | 130.0 | 19.0 | 0.0 |
| 32591 | GGG | 2014J | 2679821 | F | South East Region | Lower Than A Level | 90-100% | 35-55 | 0 | 30 | 0 | Withdrawn | 269 | -49.0 | 101.0 | 0.0 | 83.0 | 91.500000 | 100.0 | 12.020815 | 83.0 | 100.0 | 159.0 | 105.358910 | 0.0 | 0.0 | 2.0 | 12.0 | 118.0 | 65.0 | 40.0 | 0.0 | 31.0 | 9.0 | 0.0 |
| 32592 | GGG | 2014J | 2684003 | F | Yorkshire Region | HE Qualification | 50-60% | 35-55 | 0 | 30 | 0 | Distinction | 269 | -28.0 | NaN | 0.0 | 80.0 | 82.857143 | 100.0 | 17.994708 | 60.0 | 100.0 | 353.0 | 53.612365 | 0.0 | 0.0 | 7.0 | 27.0 | 111.0 | 120.0 | 265.0 | 0.0 | 60.0 | 33.0 | 0.0 |